Faculty

Institution

Unit

Venue

Olga Nikolova

Oregon Health & Science University

Affiliations

Biostatistics Shared Resources

Institute Of Knight Cancer

OHSU School of Medicine

Cancer Early Detection Advanced Research Center (Cedar)

Center For Ai-Enabled Learning Health Science

Department Of Cell, Developmental And Cancer Biology

Division Of Oncological Sciences

Center Of Cancer Early Detection Advanced Research (Cedar)

Institute Of Knight Cancer

Center Of Knight Cancer

Department Of Artificial Intelligence For Medical Systems

Department of Medicine

Division Of Hematology/Medical Oncology

Flow Cytometry Shared Resource

Institute Of Knight Cancer

Cancer Early Detection Advanced Research Center (Cedar)

Institute Of Knight Cancer

Division Of Oncological Sciences

Institute Of Knight Cancer

Department Of Cell, Developmental And Cancer Biology

Institute Of Knight Cancer

Division Of Hematology/Medical Oncology

Institute Of Knight Cancer Insitute

Institute Of University Knight Cancer

OHSU Knight Cancer Institute

Oregon Health & Science University

NoneOlga Nikolova is currently serving as a Biostatistics Shared Resources faculty at Oregon Health & Science University.

Honors

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Experiences

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Education

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Olga Nikolova

Oregon Health & Science University

You can click a keyword to filter the displayed items

cell biology cancer research pharmacology oncogenes oncology drug discovery molecular biology tumor biology cancer discovery cancer cells hematology leukemia molecular diagnostics systems biology therapeutic targets biomedical informatics drug targeting cancer biology hematological malignancies medicinal research cell death molecular informatics molecular cell biology cancer genetics tumor targeting anti-cancer agents cancer treatment blood platelet myeloid neoplasia carcinogenesis bioinformatics vascular biology pharmacotherapy therapeutic efficacy target prediction epigenomics tumor suppressors crispr cell regulation pharmacogenomics drug repositioning hemostasis therapeutic options acute myeloid leukemia databases information technology future medicinal chemistry protein science cellular immune responses inhibitory activity cancer growth database technology neck oncology host factors pathway analysis gene regulation transcription regulation molecular regulation oncogenic agent gene editing biomedical data analysis apoptosis primary mediator aml cells expanded universe cancer targets cancer target discovery development network searchable web interface neck cancer drug sensitivity axis suppresses inflammation rescues defective hematopoiesis cancer studies gene-wise dependencies drug response biomarkers

Notable Scholarly Works

Notable Federal Grants

Collaborators

Abstract 55: Differentiation State and Immune Interaction Contribute to Drug Response in Aml.. Cancer Research (2026)

immunologyleukemiapharmacologyimmunologic mechanismsdrug responseabstract 55cell researchmolecular immunologyimmune responsesdifferentiation stateimmunity (medicine)cellular therapypharmacological researchcell biology

Abstract 6908: Large-Scale Patient Cohorts Integration via a Novel Bayesian Transfer Learning Framework Identifies Robust Drug Response Signatures in Aml.. Cancer Research (2026)

novel bayesian transferbiomedical data sciencebiomedical informaticsdrug responseabstract 6908statistical inferencebiostatisticsstatisticsbayesian analysisstatistical methodologytarget predictionbayesian hierarchical modelingstatistical models

Drug-Centric Prior Improves Drug Response Modeling in Partially Overlapping Pharmacogenomic Screens. Lecture notes in computer science (2025)

biomedical informaticsomicspharmacologypharmacogenomicsdrug analysisdrug information systempharmacotherapypersonalized medicinedrug resistanceapplied pharmacologydrug discoverybiostatisticsdrug repositioningcomputational biologymolecular informaticsphysiologically-based pharmacokinetic modelingpharmacological research

Targeting the Cd74 Signaling Axis Suppresses Inflammation and Rescues Defective Hematopoiesis in Runx1 -Familial Platelet Disorder. Science Translational Medicine (2025)

Mona MohammadhosseiniTrevor EnrightAdam DuvallAlex ChitsazanHsin-Yun LinAysegul OrsBrett A. DavisOlga NikolovaErica BrescianiJamie DiemerKathleen CraftAna Catarina MenezesMatthew MerguerianShawn ChongKatherine R. CalvoNatalie T. DeuitchShira Glushakow-SmithKira GritsmanLucy A. GodleyMarshall S. HorwitzSioban KeelLucio H. CastillaEmek DemirHisham MohammedPaul LiuAnupriya Agarwal

immunologyaxis suppresses inflammationcell deathblood plateletrescues defective hematopoiesishematologysystems biologycell signalinghost factorsimmune responsescell biologytranslational medicineinflammation

Transfer Learning Framework via Bayesian Group Factor Analysis Incorporating Feature-Wise Dependencies. bioRxiv (Cold Spring Harbor Laboratory) (2025)

feature-wise dependenciesfeature selectionlatent modelingbayesian analysisstatisticsmachine learning researchdata sciencetransfer learningbayesian hierarchical modelingmachine learningstatistical models

Unifying Multimodal Single-Cell Data With a Mixture-Of-Experts β -Variational Autoencoder Framework. bioRxiv (Cold Spring Harbor Laboratory) (2025)

multimedia modelingmachine learningbio-inspired computationdeep learningmultimodal signal processingautoencodersgenerative modelsmachine learning researchdata scienceapplied mathematicscomputational intelligencefusion learningmultimodal learningneural network (machine learning)multimodal single-cell datainformation fusion

Abstract 4961: Large-Scale Cytof Data Modeling of Leukemia Patient Cohorts. Cancer Research (2024)

hematological malignanciesbiomedical informaticsleukemiamyeloid neoplasiaabstract 4961hematologycancer researchsystems biologybiostatisticsoncologymolecular diagnostics

Abstract 7365: Drug-Centric Prior Improves Drug Response Signature Identification in Partially Overlapping, Large-Scale Pharmacogenomic Datasets. Cancer Research (2024)

biomedical informaticsomicspharmacogenomicsbiomedical data analysissystems biologypersonalized medicineapplied pharmacologyabstract 7365large-scale pharmacogenomic datasetsbiostatisticsdrug discoverydrug repositioningcomputational biology

Cd74 Signaling Regulates Inflammatory Stress to Drive Defective Hematopoiesis and Fitness Advantage of Progenitors in Runx1-Familial Platelet Disorder. Blood (2024)

Mona M.HosseiniTrevor EnrightAdam S. DuvallAlex ChitsazanHsin-Yun LinAysegul OrsBrett DavisOlga NikolovaErica BrescianiJamie Lynn DiemerKathleen CraftCatarina MenezesMatthew MerguerianShawn ChongKatherine R. CalvoShira Glushakow-SmithKira GritsmanLucy GodleyMarshall S HorwitzSioban KeelLucio H. CastillaEmek DemirHisham MohammedPaul P. LiuAnupriya Agarwal

immunologyblood platelethematologydefective hematopoiesisinflammation

Predicting Transcription Factor Activity Using Prior Biological Information. iScience (2024)

William M. YasharJoseph EstabrookHannah D. HollyJulia SomersOlga NikolovaÖzgün BaburTheodore P. BraunEmek Demir

genomicstranscription regulationepigenomicssystems biologygeneticstranscription factorsmolecular regulationtranscription factor activityprior biological informationmolecular biologyepigeneticsprotein sciencegene regulationbioinformatics

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Olga Nikolova

Oregon Health & Science University

Affiliations

Biostatistics Shared Resources

Institute Of Knight Cancer

OHSU School of Medicine

Cancer Early Detection Advanced Research Center (Cedar)

Center For Ai-Enabled Learning Health Science

Department Of Cell, Developmental And Cancer Biology

Division Of Oncological Sciences

Center Of Cancer Early Detection Advanced Research (Cedar)

Institute Of Knight Cancer

Center Of Knight Cancer

Department Of Artificial Intelligence For Medical Systems

Department of Medicine

Division Of Hematology/Medical Oncology

Flow Cytometry Shared Resource

Institute Of Knight Cancer

Cancer Early Detection Advanced Research Center (Cedar)

Institute Of Knight Cancer

Division Of Oncological Sciences

Institute Of Knight Cancer

Department Of Cell, Developmental And Cancer Biology

Institute Of Knight Cancer

Division Of Hematology/Medical Oncology

Institute Of Knight Cancer Insitute

Institute Of University Knight Cancer

OHSU Knight Cancer Institute

Oregon Health & Science University

NoneOlga Nikolova is currently serving as a Biostatistics Shared Resources faculty at Oregon Health & Science University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Olga Nikolova

Oregon Health & Science University

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Abstract 55: Differentiation State and Immune Interaction Contribute to Drug Response in Aml.. Cancer Research (2026)

Abstract 6908: Large-Scale Patient Cohorts Integration via a Novel Bayesian Transfer Learning Framework Identifies Robust Drug Response Signatures in Aml.. Cancer Research (2026)

Drug-Centric Prior Improves Drug Response Modeling in Partially Overlapping Pharmacogenomic Screens. Lecture notes in computer science (2025)

Targeting the Cd74 Signaling Axis Suppresses Inflammation and Rescues Defective Hematopoiesis in Runx1 -Familial Platelet Disorder. Science Translational Medicine (2025)

Transfer Learning Framework via Bayesian Group Factor Analysis Incorporating Feature-Wise Dependencies. bioRxiv (Cold Spring Harbor Laboratory) (2025)

Unifying Multimodal Single-Cell Data With a Mixture-Of-Experts β -Variational Autoencoder Framework. bioRxiv (Cold Spring Harbor Laboratory) (2025)

Abstract 4961: Large-Scale Cytof Data Modeling of Leukemia Patient Cohorts. Cancer Research (2024)

hematological malignanciesbiomedical informaticsleukemiamyeloid neoplasiaabstract 4961hematologycancer researchsystems biologybiostatisticsoncologymolecular diagnostics

Abstract 7365: Drug-Centric Prior Improves Drug Response Signature Identification in Partially Overlapping, Large-Scale Pharmacogenomic Datasets. Cancer Research (2024)

Cd74 Signaling Regulates Inflammatory Stress to Drive Defective Hematopoiesis and Fitness Advantage of Progenitors in Runx1-Familial Platelet Disorder. Blood (2024)

immunologyblood platelethematologydefective hematopoiesisinflammation

Predicting Transcription Factor Activity Using Prior Biological Information. iScience (2024)

William M. YasharJoseph EstabrookHannah D. HollyJulia SomersOlga NikolovaÖzgün BaburTheodore P. BraunEmek Demir

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